Significant advancements in large language models (LLMs) have inspired the event of multimodal large language models (MLLMs). Early MLLM efforts, equivalent to LLaVA, MiniGPT-4, and InstructBLIP, show notable multimodal understanding capabilities. To integrate LLMs...